OOF2: The Manual

Details

Description

Newton is a nonlinear solver used in AdvancedSolverMode for solving nonlinear equations of the form

It implements Newton's method, which uses the derivative of the nonlinear term $A$ with respect to the vector of unknowns, $\varphi$ (i.e, Field values), to compute successive approximations to the solution. The iteration stops when the norm of the residual after the $n^{\mathrm{th}}$ step, $\left|A_n\right|$, satisfies

where $ϵ$=relative_tolerance and $\delta$=absolute_tolerance, or when the maximum_iterations limit is exceeded.

Newton's method generally converges in fewer iterations than Picard, but may require more work per iteration.

Newton's method relies upon knowing the Jacobian, which is the derivatives of the nonlinear function with respect to the unknowns, $\partial A_i(\varphi )/\partial {\varphi }_j$. This information comes from the Material Properties, which determine the exact form of the equations being solved. EqnProperties must define EqnProperty::force_deriv_matrix() to compute this quantity. FluxProperties must define FluxProperty::flux_matrix.

See Also